jackmiemie / GMELLinks
The code and documentation for geo-contextual multitask embedding learner
☆26Updated 4 years ago
Alternatives and similar repositories for GMEL
Users that are interested in GMEL are comparing it to the libraries listed below
Sorting:
- ☆141Updated 3 years ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆29Updated 2 years ago
- ☆30Updated 11 months ago
- a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic informa…☆106Updated 3 years ago
- ☆80Updated last year
- ☆19Updated last month
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆34Updated last year
- ☆123Updated 2 years ago
- Multiscale Dynamic Human Mobility Flow Data in the U.S. during the COVID-19 epidemic☆145Updated 2 years ago
- Urban Region Representation Learning with Attentive Fusion (ICDE 2024)☆18Updated 7 months ago
- ☆14Updated last year
- Summary of Spatio-Temporal Representation Learning Models.☆75Updated 2 years ago
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆105Updated 5 months ago
- The official implementation of the manuscript Learning the complexity of urban mobility with deep generative collaboration network.☆15Updated last year
- A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.☆152Updated 9 months ago
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆34Updated 4 years ago
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆18Updated last year
- Pytorch Implementation of Urban Flow Magnifier (UrbanFM), KDD-19☆72Updated 4 years ago
- Data and codes for MetroGAN☆16Updated 9 months ago
- ☆29Updated 2 years ago
- A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…☆35Updated 9 months ago
- Implementation of the paper - Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction☆43Updated 2 years ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆49Updated 3 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆88Updated last year
- Urban Dynamics Through the Lens of Human Mobility☆17Updated 2 years ago
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆67Updated 4 months ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆55Updated 3 years ago
- A Trajectory Preprocessing Toolkit in Python☆84Updated last month
- ☆47Updated 3 years ago
- Graph Convolutional Neural Networks with Data-driven Graph Filter (GCNN-DDGF)☆32Updated 5 years ago